CloudTik
CloudTik is a cloud scale platform for distributed analytics and AI on public cloud providers including AWS, Azure, GCP, and so on. CloudTik enables users or enterprises to easily create and manage analytics and AI platform on public clouds, with out-of-box optimized functionalities and performance, and to go quickly to focus on running the business workloads in hours or in even minutes instead of spending months to construct and optimize the platform.
CloudTik is designed as a platform to help user focuses on business development and achieve “Develop once, run everywhere” with the following core capabilities:
Scalable, robust, and unified control plane and runtimes for all environments:
Public cloud providers and Kubernetes
Single node virtual clustering
Local or on-premise clusters
Out of box optimized runtimes for analytics and AI
Optimized Spark runtime with CloudTik optimizations
Optimized AI runtime with Intel oneAPI
Infrastructure and runtimes to support microservices orchestration with:
Service discovery - service registry, service discover, service DNS naming
Load balancing - Layer 4 or Layer 7 load balancer working with built-in service discovery
Support of major public cloud providers:
AWS - Amazon Elastic Compute Cloud (EC2) or Amazon Elastic Kubernetes Service (EKS)
Azure - Azure Virtual Machines or Azure Kubernetes Service (AKS)
GCP - Google Compute Engine (GCE) or Google Kubernetes Engine (GKE)
Alibaba Cloud - Elastic Compute Service (ECS)
Kubernetes and more
A fully open architecture and open-sourced platform
Getting Started
User Guide
- Key Concepts
- Architecture Overview
- Installation
- Configuring Proxy and Firewall
- Login to Cloud
- Configuring Cloud Storage
- Configuring Cloud Database
- Creating Workspace
- Creating Cluster
- Managing Cluster
- Configuring Kubernetes Integration with Cloud Providers
- Running Clusters Locally
- Running Optimized Analytics with Spark
- Running Optimized AI
- Advanced Configuring
Developer Guide